Rainfall threshold for initiation of channelized debris flows in a small catchment based on in-site measurement
文献类型：期刊论文
| 作者 | Wei, Zhenlei1; Shang, Yuequan1; Zhao, Yu1 ; Pan, Pan1; Jiang, Yuanjun2
|
| 刊名 | ENGINEERING GEOLOGY
 |
| 出版日期 | 2017-01-30 |
| 卷号 | 217页码:23-34 |
| 关键词 | Debris flow Small catchment Rainfall characteristics Runoff Prediction Rainfall threshold |
| ISSN号 | 0013-7952 |
| 通讯作者 | Yu Zhao |
| 英文摘要 | The peak runoff discharge plays an important role in triggering channelized debris flows, especially for small catchments, due to the features of a small area and short channels. In small catchments, intense rainfall can trigger a flood within a short period of time. But currently, there are few rainfall threshold models that address the runoff from short-duration (<2 h) rainfall. In this context, 37 short-duration rainfall events were analyzed, and field measurements were made for a partially-modified landscape in order to compare the variation in the amount of runoff. The grey relational analysis allowed us to rank the influence of the various factors that affected variations in the runoff. The results indicated that the intensity of rainfall was the most important factor, having a greater effect than other factors, such as the depth of the rainfall and its duration. Then, we trained a runoff prediction model based on these factors and verified its accuracy using the moving least squares (MLS) method, the genetic back-propagation neural network (GABP) method and the genetic support vector machine (GASVM) method. This analysis indicated that the MLS method had the best predictive capability. The assessment of the debris-flow hazard based on the predicted runoff and intensity-duration-frequency (IDF) curves is discussed in the study area. It was indicated that even a rainfall event of a two-year return period was dangerous for this specific case. (C) 2016 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology ; Physical Sciences |
| 类目[WOS] | Engineering, Geological ; Geosciences, Multidisciplinary |
| 研究领域[WOS] | Engineering ; Geology |
| 关键词[WOS] | GREY RELATIONAL ANALYSIS ; WENCHUAN EARTHQUAKE AREA ; INDUCED LANDSLIDES ; PERFORMANCE-CHARACTERISTICS ; SHALLOW LANDSLIDES ; RUNOFF ; CHINA ; PREDICTION ; FREQUENCY ; DOLOMITES |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000393245400003 |
| 源URL | [http://ir.imde.ac.cn/handle/131551/18411]  |
| 专题 | 成都山地灾害与环境研究所_山地灾害与地表过程重点实验室 |
| 作者单位 | 1.Zhejiang Univ, Coll Civil Engn & Architecture, Hangzhou 310058, Zhejiang, Peoples R China 2.Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wei, Zhenlei,Shang, Yuequan,Zhao, Yu,et al. Rainfall threshold for initiation of channelized debris flows in a small catchment based on in-site measurement[J]. ENGINEERING GEOLOGY,2017,217:23-34. |
| APA | Wei, Zhenlei,Shang, Yuequan,Zhao, Yu,Pan, Pan,&Jiang, Yuanjun.(2017).Rainfall threshold for initiation of channelized debris flows in a small catchment based on in-site measurement.ENGINEERING GEOLOGY,217,23-34. |
| MLA | Wei, Zhenlei,et al."Rainfall threshold for initiation of channelized debris flows in a small catchment based on in-site measurement".ENGINEERING GEOLOGY 217(2017):23-34. |
入库方式： OAI收割
来源：成都山地灾害与环境研究所
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